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Open-weight model

SMTL-30B-GGUF

by Team Mradermacher mradermacher/SMTL-30B-GGUF

SMTL-30B-GGUF is an open-weight model from Team Mradermacher, released under Apache License 2.0. Its published files total 208.1 GB. It draws 206 downloads a month.

static quants of https://huggingface.co/PersonalAILab/SMTL-30B For a convenient overview and download list, visit our model page for this model. weighted/imatrix quants seem not to be available (by me) at this time.

Parameters—
Context—
Weights208.1 GB
Licenseapache-2.0
AccessOpen weights
Monthly Downloads206

Model Card

By Team Mradermacher, published under apache-2.0, revision b43f48a6ffa4.

static quants of https://huggingface.co/PersonalAILab/SMTL-30B For a convenient overview and download list, visit our model page for this model. weighted/imatrix quants seem not to be available (by me) at this time. If they do not show up a week or so after the static ones, I have probably not planned for them. Feel free to request them by opening a Community Discussion. If you are unsure how to use GGUF files, refer to one of TheBloke's READMEs for more details, including on how to concatenate multi-part files. (sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants) Here is a handy graph by ikawrakow comparing some lower-quality quant And…

Read Team Mradermacher's full model card

About

static quants of https://huggingface.co/PersonalAILab/SMTL-30B

For a convenient overview and download list, visit our model page for this model.

weighted/imatrix quants seem not to be available (by me) at this time. If they do not show up a week or so after the static ones, I have probably not planned for them. Feel free to request them by opening a Community Discussion.

Usage

If you are unsure how to use GGUF files, refer to one of TheBloke's READMEs for more details, including on how to concatenate multi-part files.

Provided Quants

(sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants)

Link Type Size/GB Notes
GGUF Q2_K 11.4
GGUF Q3_K_S 13.4
GGUF Q3_K_M 14.8 lower quality
GGUF Q3_K_L 16.0
GGUF IQ4_XS 16.7
GGUF Q4_K_S 17.6 fast, recommended
GGUF Q4_K_M 18.7 fast, recommended
GGUF Q5_K_S 21.2
GGUF Q5_K_M 21.8
GGUF Q6_K 25.2 very good quality
GGUF Q8_0 32.6 fast, best quality

Here is a handy graph by ikawrakow comparing some lower-quality quant types (lower is better):

And here are Artefact2's thoughts on the matter: https://gist.github.com/Artefact2/b5f810600771265fc1e39442288e8ec9

FAQ / Model Request

See https://huggingface.co/mradermacher/model_requests for some answers to questions you might have and/or if you want some other model quantized.

Thanks

I thank my company, nethype GmbH, for letting me use its servers and providing upgrades to my workstation to enable this work in my free time. Additional thanks to @nicoboss for giving me access to his private supercomputer, enabling me to provide many more imatrix quants, at much higher quality, than I would otherwise be able to.

Identity and Version

Repository
mradermacher/SMTL-30B-GGUF
Publisher
Team Mradermacher
Task
Not stated by the source
Modality
Other
Library
transformers
Parameters
Not stated by the source
Languages
en
Revision
b43f48a6ffa41c45a1e7c7c82a402cc4b5187970
First published
2026-03-18
Last updated
2026-10-08

Files and Weights

13 files, 208.1 GB in total. The weights are 11 files totalling 208.1 GB in gguf.

Weights11 files · 208.1 GB
Documentation1 file · 3.6 KB
Repository1 file · 2.1 KB
Every file
FileTypeSizeSHA-256
SMTL-30B.IQ4_XS.ggufWeights16.6 GB 278577fd1c7b
SMTL-30B.Q2_K.ggufWeights11.3 GB fedc4ad7a768
SMTL-30B.Q3_K_L.ggufWeights15.9 GB 8880634c5859
SMTL-30B.Q3_K_M.ggufWeights14.7 GB 8426ff7cda3d
SMTL-30B.Q3_K_S.ggufWeights13.3 GB 544f6dfae3cc
SMTL-30B.Q4_K_M.ggufWeights18.6 GB 40afdec14496
SMTL-30B.Q4_K_S.ggufWeights17.5 GB 7728a8d623f8
SMTL-30B.Q5_K_M.ggufWeights21.7 GB 8bd42b3a158a
SMTL-30B.Q5_K_S.ggufWeights21.1 GB 1ec52ba5ca4e
SMTL-30B.Q6_K.ggufWeights25.1 GB 48eec4fb1cd5
SMTL-30B.Q8_0.ggufWeights32.5 GB 04e2e2ddf929
README.mdDocumentation3.6 KB —
.gitattributesRepository2.1 KB —

License and Download

License
apache-2.0
Access
Open weights, no gate
Download size
208.1 GB
Download from Team Mradermacher

Released by Team Mradermacher through its official repository on Hugging Face. Read the license.

Built From

  • Derived from PersonalAILab/SMTL-30B
  • Quantized from PersonalAILab/SMTL-30B

Memory Requirements

PrecisionWeights in memory
As published208.1 GB

Weights only, from the published parameter count; the key-value cache and runtime add to this.

Questions About SMTL-30B-GGUF

Can I use SMTL-30B-GGUF commercially?

Yes. SMTL-30B-GGUF is released under Apache License 2.0. The Apache License 2.0 is a permissive open-source license. It permits commercial use, modification and redistribution. It requires keeping the license and copyright notices and any NOTICE file, stating significant changes, and it includes an express patent grant from contributors.